Leveraging mixed-effects regression trees for the analysis of high-dimensional longitudinal data to identify the low and high-risk subgroups: simulation study with application to g... by Mina Jahangiri, Anoshirvan Kazemnejad, Keith S. Goldfeld, Maryam S. Daneshpour, Mehdi Momen, Shayan Mostafaei, Davood Khalili, Mahdi Akbarzadeh

“…Conclusion The results showed that the unbiased RE-EM and Ev-RE-EM algorithms outperformed the RE-EM algorithm. Since algorithm performance varies across datasets, researchers should test different algorithms on the dataset of interest and select the best-performing one. …”
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Multi-Factor Modeling Method of the Load Sharing Ratio under Moving Train Loads by Yong Liu, Shiyu Zhang, Yang Jin, Yuxiang Song

“…At the same time, a procedure for establishing the LSR multi-factor prediction model is put forward, namely, we (1) determine the LSR function form and the fitting algorithm; (2) perform parameter sensitivity analysis to determine the main influencing parameters of the LSR function; and (3) design a quadratic regression orthogonal test to obtain the prediction formula of the LSR function coefficients. …”
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Integrating Landsat, Sentinel-2 and Sentinel-1 time series for mapping intermediate crops by Kassandra Jensch, Gohar Ghazaryan, Stefan Ernst, Patrick Hostert, Claas Nendel

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Severe myocardial hypertrophy and fibrosis in a patient with acromegaly: is the prevention of sudden cardiac death needed? by A. A. Almaskhanova, K. V. Melkozerov, E. G. Przhiyalkovskaya, N. V. Tarbaeva, R. S. Kosharnaia, I. S. Gomova, P. A. Alferova, L. Ya. Rozhinskaya, V. Y. Kalashnikov, Zh. E. Belaya, G. A. Melnichenko, N. G. Mokrysheva

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Substation Abnormal Scene Recognition Based on Two-Stage Contrastive Learning by Shanfeng Liu, Haitao Su, Wandeng Mao, Miaomiao Li, Jun Zhang, Hua Bao

“…The abnormal scenes include multiple workpieces such as the main transformer body, insulators, dials, box doors, etc. …”
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CLINICAL AND EXPERIMENTAL ARGUMENTATION OF MODIFIED METHOD FOR PERI-IMPLANT BONE REDUCTION EVALUATION DURING VARIOUS SCHEMES OF PROSTHETIC REHABILITATION by A.T. Kenyuk

“… Peri-implant bone loss is circular and volumetric by its main features, but in the most of researches level of bone reduction is measured via two-dimensional approach from the medial and distal sides of the implant structure. …”
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Two-Level Distributed Multi-Source Information Fusion Model for Aphid Monitoring and Forecasting in the Greenhouse by Xiaoyin Li, Lixing Wang, Min Dai, Yongji Zhang, Wei Su, Mingyou Wang, Hong Miao

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Reproducible disease phenotyping at scale: Example of coronary artery disease in UK Biobank. by Riyaz S Patel, Spiros Denaxas, Laurence J Howe, Rosalind M Eggo, Anoop D Shah, Naomi E Allen, John Danesh, Aroon Hingorani, Cathie Sudlow, Harry Hemingway

“…<h4>Importance</h4>A lack of internationally agreed standards for combining available data sources at scale risks inconsistent disease phenotyping limiting research reproducibility.<h4>Objective</h4>To develop and then evaluate if a rules-based algorithm can identify coronary artery disease (CAD) sub-phenotypes using electronic health records (EHR) and questionnaire data from UK Biobank (UKB).…”
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Technology features of decellularization of human liver fragments as tissue-specific fine-grained matrix for cell-engineering liver construction by E. A. Nemets, L. A. Kirsanova, Ju. B. Basok, M. Ju. Schagidulin, E. A. Volkova, S. T. Metelsky, V. I. Sevastianov

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MARKETING SUBSTANTIATION, ORGANIZATIONAL AND ECONOMIC CHARACTERISTICS OF SMALL BUSINESS IN THE PROVISION OF HOTEL SERVICES by S. Pambuk, I. Ustenko, M. Mardar

“…The main purpose of the research is to develop a methodological approach to marketing substantiation, organizational and economic characteristics and management of a small business to provide hotel services on the example of a hostel. …”
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Spectral Analysis of Cough Sounds in Patients with Chronic Bronchitis by Andrey V. Budnevsky, Sergey N. Avdeev, Evgeniy S. Ovsyannikov, Anastasia V. Belyakova

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A PRISMA-driven systematic review of data mining methods used for defects detection and classification in the manufacturing industry by Blanka Bártová, Vladislav Bína, Lucie Váchová

“…This summary can help researchers choose a suitable method and build models for achieving its research purpose.…”
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A Breakthrough Economy Management by I. D. Matskuluyak, D. I. Matskulyak

“…There have been formulated a number of tasks: to disclose the content of breakthrough management; to present its evolution and components; to formulate economic patterns of the implementation; to justify a number of improvement areas, including the core of the main components of the algorithm and the breakthrough management financial support. …”
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Automatic summarization of scientific articles: A survey by Nouf Ibrahim Altmami, Mohamed El Bachir Menai

“…Automatically summarizing scientific articles would help researchers in their investigation by speeding up the research process. …”
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Simulation of incremental update of electronic document information based on big data technology by Zhiyuan Jin, Qi Zhang, Tiejun Pan

“…To address this issue, this research investigates related incremental update models based on big data technology and deep learning algorithms. …”
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The methodology for calculating the number of teaching staff using economically feasible norms by L. A. Krokhmal, Yu. A. Kovshun

“…Purpose: is to develop the methodology for calculating the number of teaching staff based on the integration of the university's educational and economic plans.Methods: the methods of modeling, analysis, generalization, synthesis, grouping, and the method of abstracting an integrated approach are used as the main ones in the article. In addition, following methods were used: scientific sources review, document analysis and observation method based on the university materials, in whose activities the methodology for calculating the number of teaching staff has been implemented through economically justified standards.Results: the focus of the presented research was aimed at increasing the efficiency of financial support for the salaries of teaching staff. …”
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Comparative Effectiveness of Early and Delayed Surgical Interventions in Patients with Acute Adhesive Intestinal Obstruction: A Multicenter Controlled Randomized Trial Prospective... by B. V. Sigua, A. E. Demko, S. V. Petrov, P. A. Kotkov, I. A. Soloviev, A. V. Vovk, A. V. Osipov, V. I. Serdyuk, D. A. Chernyshev, M. A. Protchenkov, I. I. Gubkov, M. G. Zaitsev, S. Yu. Puzanov, A. A. Kozobin, O. V. Babkov, A. V. Glebova, D. S. Sakhno, D. V. Gurzhiy, V. P. Zemlyanoy

“…Evaluation of the efficacy and safety of extending the duration of non-surgical treatment of patients with AAIO.RESEARCH MATERIALS. For the study, 216 patients with AAIO were selected, who, in accordance with the chosen randomization method, were distributed into the main (117 patients) and comparison groups (99 patients). …”
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MONITORING CONTROL OF AGRICULTURAL by N. T. Goncharov, V. A. Kolesnikova, I. I. Afonina, V. K. Khoroshenkov, I. S. Alekseev, S. E. Lonin, E. S. Luzhnova

“…High production costs of agricultural enterprises became one of the main problems of an agrarian industry. Special researches are necessary for minimization of costs due to implementation of information automated control system for the main objects of agricultural enterprise. …”
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Geoecological Analysis of the Effects of Pipeline Transport on the Environment of Transit Regions (Voronezh Region, Russia) by L. A. Mezhova, A. M. Lugovskoy, Yu. N. Gladkiy, A. B. Glazyeva, O. Yu. Sushkova, L. B. Vampilova, A. A. Sokolova, L. A. Lugovskaya

“…The research revealed the geo-ecological situation in areas influenced by pipeline transport in the Voronezh Region. …”
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A Comparison of YOLOv8 Series Performance in Student Facial Expressions Detection on Online Learning by Dewi Tresnawati, Shopi Nurhidayanti, Nina Lestari

“…One indicator of engagement is facial expression. However, research on facial expression detection in online learning environments is still limited, especially in the use of the YOLOv8 algorithm. …”
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